A new non-parametric classifier to predict small-business failures in Italy via performance ratios.
Francesca Di DonatoLuciano NiedduPublished in: Int. J. Inf. Decis. Sci. (2018)
Keyphrases
- small sample
- real world
- classification process
- training examples
- business processes
- training data
- support vector machine
- small number
- information systems
- business models
- ensemble learning
- feature space
- business process
- linear classifiers
- classification rate
- failure detection
- return on investment
- nearest neighbor classifier
- data sets
- naive bayes nearest neighbor
- competitive advantage
- classification scheme
- roc curve
- data quality
- classification algorithm
- electronic commerce
- business intelligence
- training samples
- feature set
- learning algorithm